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SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding ...
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9 - A Targeted Assessment of the Syntactic Abilities of Transformer Models for Galician-Portuguese ...
PROPOR 2022 2022; Crespo-Otero, Alfredo; Garcia, Marcos. - : Underline Science Inc., 2022
Abstract: Read full paper: https://link.springer.com/chapter/10.1007/978-3-030-98305-5_5 Abstract: This paper presents a targeted syntactic evaluation of Transformer models for Galician-Portuguese. We defined three experiments that allow to explore how these models, trained with a masked language modeling objective, encode syntactic knowledge. To do so, we created a new dataset including test instances of number (subject-verb), gender (subject-predicative adjective), and person (subject-inflected infinitive) agreement. This dataset was used to evaluate monolingual and multilingual BERT models, controlling for various aspects such as the presence of attractors or the distance between the dependent elements. The results show that Transformer models perform competently in many cases, but they are generally confounded by the presence of attractors in long-distance dependencies. Moreover, the different behavior of monolingual models trained with the same corpora reinforces the need for a deep exploration of the network ...
URL: https://underline.io/lecture/48031-9---a-targeted-assessment-of-the-syntactic-abilities-of-transformer-models-for-galician-portuguese
https://dx.doi.org/10.48448/scj7-pk29
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3
Universal Dependencies 2.9
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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4
Universal Dependencies 2.8.1
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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5
Universal Dependencies 2.8
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2021
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6
Bertinho: Galician BERT Representations ...
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7
Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels ...
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8
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ...
Garcia, Marcos. - : arXiv, 2021
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9
SOCIAL JUSTICE WARRIORS: COACHING TEACHERS TO ENACT CULTURALLY RESPONSIVE PEDAGOGY
Garcia, Marcos M. - : East Carolina University, 2021
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10
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy ...
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11
Universal Dependencies 2.7
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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12
Universal Dependencies 2.6
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2020
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13
Universal Dependencies 2.5
Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell. - : Universal Dependencies Consortium, 2019
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14
Universal Dependencies 2.4
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2019
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15
Uma Utilidade para o Reconhecimento de Topónimos em Documentos Medievais ; A Tool for Toponym Recognition in Medieval Documents
Canosa, Xavier; Gamallo, Pablo; Varela, Xavier. - : Universidade do Minho, 2019
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16
Universal Dependencies 2.2
In: https://hal.archives-ouvertes.fr/hal-01930733 ; 2018 (2018)
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Universal Dependencies 2.3
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018
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18
Universal Dependencies 2.2
Nivre, Joakim; Abrams, Mitchell; Agić, Željko. - : Universal Dependencies Consortium, 2018
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19
Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018
In: Language Science Press; (2018)
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20
Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop
Markantonatou, Stella; Ramisch, Carlos; Savary, Agata. - : Language Science Press, 2018
In: Language Science Press; (2018)
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